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Where to Look and How to Describe: Fashion Image Retrieval with an Attentional Heterogeneous Bilinear Network

Oct 26, 2020
Haibo Su, Peng Wang, Lingqiao Liu, Hui Li, Zhen Li, Yanning Zhang

* 11 pages, 8 figures 

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Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems

Oct 22, 2020
Yanjie Gou, Yinjie Lei, Lingqiao Liu

* Third version of this work; Correct some typos 

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Context-aware Memory Enhanced Transformer for End-to-end Task-Oriented Dialogue Systems

Oct 20, 2020
Yanjie Gou, Yinjie Lei, Lingqiao Liu

* Second version of this work; Slightly modify our method; Add the ablation study and error analysis; Correct some typos 

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Dynamic Memory Enhanced Transformer for End-to-end Task-Oriented Dialogue System

Oct 12, 2020
Yanjie Gou, Yinjie Lei, Lingqiao Liu

* First version of this work 

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Semi-Supervised Crowd Counting via Self-Training on Surrogate Tasks

Jul 07, 2020
Yan Liu, Lingqiao Liu, Peng Wang, Pingping Zhang, Yinjie Lei

* To be appeared at ECCV 2020 

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Towards Using Count-level Weak Supervision for Crowd Counting

Feb 29, 2020
Yinjie Lei, Yan Liu, Pingping Zhang, Lingqiao Liu


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Hyperspectral Classification Based on 3D Asymmetric Inception Network with Data Fusion Transfer Learning

Feb 11, 2020
Haokui Zhang, Yu Liu, Bei Fang, Ying Li, Lingqiao Liu, Ian Reid

* 8 pages 

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Semi-supervised Learning via Conditional Rotation Angle Estimation

Jan 09, 2020
Hai-Ming Xu, Lingqiao Liu, Dong Gong


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Improving Distant Supervised Relation Extraction by Dynamic Neural Network

Dec 13, 2019
Yanjie Gou, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Xi Peng

* 29 pages, 8 figures 

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To Balance or Not to Balance: An Embarrassingly Simple Approach for Learning with Long-Tailed Distributions

Dec 10, 2019
Junjie Zhang, Lingqiao Liu, Peng Wang, Chunhua Shen


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DNNRE: A Dynamic Neural Network for Distant Supervised Relation Extraction

Nov 15, 2019
Yanjie Gou, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Jingyi Zhang, Xi Peng

* 9 pages, 4 figures 

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Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction

Nov 12, 2019
Liangyi Kang, Jie Liu, Lingqiao Liu, Qinfeng Shi, Dan Ye

* 8 pages, 5figures 

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Meta Learning with Differentiable Closed-form Solver for Fast Video Object Segmentation

Sep 28, 2019
Yu Liu, Lingqiao Liu, Haokui Zhang, Hamid Rezatofighi, Ian Reid

* 9 pages 

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Structured Binary Neural Networks for Image Recognition

Sep 22, 2019
Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian Reid

* 15 pages. Extended version of the conference version arXiv:1811.10413 

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In defense of OSVOS

Aug 20, 2019
Yu Liu, Yutong Dai, Anh-Dzung Doan, Lingqiao Liu, Ian Reid


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Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations

Aug 10, 2019
Bohan Zhuang, Jing Liu, Mingkui Tan, Lingqiao Liu, Ian Reid, Chunhua Shen

* 12 pages. Extended version of B. Zhuang, C. Shen, M. Tan, L. Liu, and I. Reid, 'Towards effective low-bitwidth convolutional neural networks,' in Proc. IEEE Conf. Comp. Vis. Patt. Recogn., 2018. arXiv admin note: text overlap with arXiv:1711.00205 

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V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices

Jul 29, 2019
Damien Teney, Peng Wang, Jiewei Cao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel


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Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection

Apr 04, 2019
Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Reda Mansour, Svetha Venkatesh, Anton van den Hengel


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Training Quantized Network with Auxiliary Gradient Module

Mar 27, 2019
Bohan Zhuang, Lingqiao Liu, Mingkui Tan, Chunhua Shen, Ian Reid


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A Sketch Based 3D Shape Retrieval Approach Based on Efficient Deep Point-to-Subspace Metric Learning

Mar 13, 2019
Yinjie Lei, Ziqin Zhou, Pingping Zhang, Yulan Guo, Zijun Ma, Lingqiao Liu

* The first author wants to withdraw this paper. He has noticed several setting errors in experiment parts 

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RPC: A Large-Scale Retail Product Checkout Dataset

Jan 22, 2019
Xiu-Shen Wei, Quan Cui, Lei Yang, Peng Wang, Lingqiao Liu

* Project page: https://rpc-dataset.github.io/ 

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Learning Pairwise Relationship for Multi-object Detection in Crowded Scenes

Jan 12, 2019
Yu Liu, Lingqiao Liu, Hamid Rezatofighi, Thanh-Toan Do, Qinfeng Shi, Ian Reid

* 12 pages 

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Mask-aware networks for crowd counting

Dec 18, 2018
Shengqin Jiang, Xiaobo Lu, Yinjie Lei, Lingqiao Liu


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Coarse-to-fine: A RNN-based hierarchical attention model for vehicle re-identification

Dec 11, 2018
Xiu-Shen Wei, Chen-Lin Zhang, Lingqiao Liu, Chunhua Shen, Jianxin Wu

* ACCV 2018 

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Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation

Nov 27, 2018
Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian Reid

* arXiv admin note: text overlap with arXiv:1808.02631 

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Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization

Nov 02, 2018
Yu Chen, Chunhua Shen, Hao Chen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang

* 17 pages. Extended version of arXiv:1705.00389. Under review by IEEE Trans. Pattern Analysis and Machine Intelligence. Minor Revision Oct. 2018 

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Towards Effective Deep Embedding for Zero-Shot Learning

Aug 30, 2018
Lei Zhang, Peng Wang, Lingqiao Liu, Chunhua Shen, Wei Wei, Yannning Zhang, Anton Van Den Hengel

* Working in progress 

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Adaptive Importance Learning for Improving Lightweight Image Super-resolution Network

Jun 05, 2018
Lei Zhang, Peng Wang, Chunhua Shen, Lingqiao Liu, Wei Wei, Yanning Zhang, Anton van den Hengel

* 16 pages 

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Piecewise classifier mappings: Learning fine-grained learners for novel categories with few examples

May 11, 2018
Xiu-Shen Wei, Peng Wang, Lingqiao Liu, Chunhua Shen, Jianxin Wu


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Towards Effective Low-bitwidth Convolutional Neural Networks

Nov 17, 2017
Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian Reid

* 11 pages 

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